Configuration Parsing Warning:In adapter_config.json: "peft.task_type" must be a string
AV_MAE_2class_complete_lora_DF1M
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1726
- Accuracy: 0.9642
- F1: 0.9641
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- training_steps: 18792
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 0.1843 | 1.0 | 18792 | 0.1726 | 0.9642 | 0.9641 |
Framework versions
- PEFT 0.10.0
- Transformers 4.37.2
- Pytorch 2.2.1+cu118
- Datasets 2.18.0
- Tokenizers 0.15.1
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